org.tensorflow.op.core

Class SparseDenseCwiseMul<T>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.SparseDenseCwiseMul<T>

Type Parameters:

T - data type for output() output

All Implemented Interfaces:

Op, Operand<T>

@Operator
public final class SparseDenseCwiseMul<T>
extends PrimitiveOp
implements Operand<T>

Component-wise multiplies a SparseTensor by a dense Tensor.

The output locations corresponding to the implicitly zero elements in the sparse tensor will be zero (i.e., will not take up storage space), regardless of the contents of the dense tensor (even if it's +/-INF and that INF0 == NaN).

Limitation*: this Op only broadcasts the dense side to the sparse side, but not the other direction.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T> SparseDenseCwiseMul<T>	create(Scope scope, Operand<Long> spIndices, Operand<T> spValues, Operand<Long> spShape, Operand<T> dense) Factory method to create a class to wrap a new SparseDenseCwiseMul operation to the graph.
Output<T>	output() 1-D.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public static <T> SparseDenseCwiseMul<T> create(Scope scope,
                                                Operand<Long> spIndices,
                                                Operand<T> spValues,
                                                Operand<Long> spShape,
                                                Operand<T> dense)

Factory method to create a class to wrap a new SparseDenseCwiseMul operation to the graph.

Parameters:

scope - current graph scope

spIndices - 2-D. `N x R` matrix with the indices of non-empty values in a SparseTensor, possibly not in canonical ordering.

spValues - 1-D. `N` non-empty values corresponding to `sp_indices`.

spShape - 1-D. Shape of the input SparseTensor.

dense - `R`-D. The dense Tensor operand.

Returns:

a new instance of SparseDenseCwiseMul

output

public Output<T> output()

1-D. The `N` values that are operated on.

asOutput

public Output<T> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

Specified by:

asOutput in interface Operand<T>

See Also:

OperationBuilder.addInput(Output)